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Research on the Micro-blog User Behavior Model Based on Behavior Matrix

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Intelligence Science II (ICIS 2018)

Part of the book series: IFIP Advances in Information and Communication Technology ((IFIPAICT,volume 539))

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Abstract

The micro-blog user behavior model based on behavior matrix is proposed based on the analysis of the current related researches. In the proposed method, two behavior matrices named original behavior matrix and individual behavior matrix are constructed; And then, the analysis method of behavior matrix is utilized to mine the representative behaviors, which can reflect the disciplines of the user; Finally, the experiments on the 2043 blogs of 9 users from June 15, 2016 to August 1, 2016 reflect the individual behavior disciplines.

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References

  • Java, A., Song, X., Finin, T., et al.: Why we twitter: understanding micro-blogging usage and communities. In: Proceedings of the 9th Web KDD and 1st SNA-KDD 2007 Workshop on Web Mining and Social Network Analysis, pp. 56–65 (2007)

    Google Scholar 

  • Brian, B.G.: Socially distributing public relations: Twitter, Haiti, and interactivity in social media. Publ. Relat. Rev. 36(4), 329–335 (2010)

    Article  Google Scholar 

  • Sweetser, K.D., Kelleher, T.: A survey of social media use, motivation and leadership among public relations practitioners. Publ. Relat. Rev. 37(4), 425–428 (2011)

    Article  Google Scholar 

  • Schwab, I., Pohl, W.: Learning user profiles from positive examples. In: Proceedings of the ACAI 1999 Workshop on Machine Learning in User Modeling (1970)

    Google Scholar 

  • Maloof, M., Michalski, S.: Selecting examples for partial memory learning. Mach. Learn. 41, 27–52 (2000)

    Article  Google Scholar 

  • Xia, Y.H.: The structure and mechanism of microblog interaction-based on the empirical study of Sina Weibo. J. Commun. 4, 60–69 (2010)

    Google Scholar 

  • Ping, L., Zong, Y.L.: Research on microblog information dissemination based on SNA centrality analysis-a case study with Sina microblog. Doc. Inf. Knowl. 6, 92–97 (2010)

    Google Scholar 

  • Wang, X.G.: Empirical analysis on behavior characteristics and relation characteristics of micro-blogging users-take “Sina micro-blog” for example. Libr. Inf. Serv. 54(14), 66–70 (2010)

    Google Scholar 

  • Zhao, W.B., Zhu, Q.H., Wu, K.W., et al.: Analysis of micro-blogging user character and motivation-take micro-blogging of Hexun.com as an example. New Technol. Libr. Inf. Serv. 2, 69–75 (2011)

    Google Scholar 

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Correspondence to Zhongbao Liu .

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Liu, Z., Fu, C., Hu, CC. (2018). Research on the Micro-blog User Behavior Model Based on Behavior Matrix. In: Shi, Z., Pennartz, C., Huang, T. (eds) Intelligence Science II. ICIS 2018. IFIP Advances in Information and Communication Technology, vol 539. Springer, Cham. https://doi.org/10.1007/978-3-030-01313-4_40

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  • DOI: https://doi.org/10.1007/978-3-030-01313-4_40

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-01312-7

  • Online ISBN: 978-3-030-01313-4

  • eBook Packages: Computer ScienceComputer Science (R0)

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